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An R Package for Open, Reproducible Analysis of Urban Water Systems, With Application to Chicago
Laura E Erban1, Stephen B Balogh1, Daniel E Campbell1
1USEPA, Office of Research and Development, National Health and Environmental Effects Research Laboratory, Atlantic Ecology Division, Narragansett, RI 02882.
Summary
A new R package, CityWaterBalance, models urban water systems. This tool aids in assessing water flow and management impacts in cities like Chicago.
Area of Science:
- Environmental science
- Hydrology
- Urban planning
Background:
- Urban water systems involve complex interactions between natural and engineered water flows.
- Mass balance models are crucial for understanding these intricate systems by tracking water storages and flows.
- Existing methods for urban water system analysis can be labor-intensive and lack reproducibility.
Purpose of the Study:
- To introduce CityWaterBalance, a novel R package for modeling urban water systems.
- To provide a reproducible workflow for quantitative assessment of urban water flows using open data and R functions.
- To enable flexible analysis by allowing users to easily adjust spatial and temporal boundaries.
Main Methods:
- Development of a generic urban water system model within the R package CityWaterBalance.
- Facilitation of automated open data retrieval and post-processing using open-source R functions.
- Application of the model to the Chicago metropolitan area for monthly water balance assessment (2001-2010).
Main Results:
- The CityWaterBalance package enables rapid assembly of comprehensive urban water flow assessments.
- The model successfully evaluated the Chicago metropolitan water system over a ten-year period.
- Analysis considered the effects of management strategies for stormwater and sewer overflows, and potential impacts of precipitation changes.
Conclusions:
- CityWaterBalance offers a reproducible and flexible tool for studying complex urban water systems.
- The model facilitates quantitative assessment and scenario analysis for urban water management.
- This approach is valuable for understanding the implications of management decisions and climate change on urban water resources.
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